Aitchison's compositional data analysis 40 years on: a reappraisal

DOI10.1214/22-sts880arXiv2201.05197OpenAlexW4360597162MaRDI QIDQ6181741

Thomas R. Quinn, Ionas Erb, John Bacon-Shone, Eric C. Grunsky, Michael J. Greenacre

Publication date: 23 January 2024

Published in: Statistical Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2201.05197

zbMATH Keywords

principal component analysisisometrycorrespondence analysisBox-Cox transformationcompositional modelinglog-contrastprocrustes analysissubcompositional coherencelogratio transformations

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Procrustes Problems
• Regression for Compositional Data by using Distributions Defined on the Hypersphere
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• On Interpretations of tests and effect sizes in regression models with a compositional predictor
• Three approaches to supervised learning for compositional data with pairwise logratios
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